GFK
1 Intoduction
This report is one of 493,845 that I will make, and one of 104,070,413 that could be made.
I “toke” the 1.4 TB Linked-In data that was breached in 2020, and turned it into some insights to power my job HUNT.
The insights I could share in this report, that are also related to my goals, are:
- Industry base recruitment trend.
- Company base workforce timeline.
- Current/part workforce info:
- Basic info: Name, job title, status, social link. I could add geo-location for some that have the data, but it would look creepy.
- Their work period.
- Their experiences.
2 About me
Salutations; I’m Joseph, a self-taught data analyst, engineer, and scraper.
Despite life’s challenges, my goal remains a remote job, either full or part-time, and having friends to tackle the challenges of this changing world with.
To show my skills and dedication, I made a project that yielded this tailored report.
3 About the project
3.1 How this project comes to life?
First time I searched for a remote job I scraped contact info from Google map, then switch to LinkedIn… But I could never contact anyone on a “personal level”; So, I remembered the existance of a 2020 LinkedIn data leak and decided to give it a try.
The tools I used are: Python, Polars, and DuckDB
3.2 The process
The process was done in my local machine, and it was as followed.
4 General graphs
4.1 market research indestry’s yearly new recruit count
4.2 gfk’s workforce status over the years
5 Workforce sample
5.1 Alan Falkas
Job title: Diretor financeiro para amã rica latina e brasil
Associated: True
Socials: https://linkedin.com/in/alanfalkas | https://linkedin.com/in/alan-falkas-0727b224
5.1.1 Alan Falkas’s working period at gfk
5.1.2 Gantt plot of Alan Falkas’s experience
5.2 Alessandro Durazza
Job title: Rilevatore professionale
Associated: True
Socials: https://linkedin.com/in/alessandro-durazza-43b46450
5.2.1 Alessandro Durazza’s working period at gfk
5.2.2 Gantt plot of Alessandro Durazza’s experience
5.3 Alicia Alvarez
Job title: Project coordinator
Associated: True
Socials: https://linkedin.com/in/alicia-alvarez-b898b35 | https://linkedin.com/in/aliciaaalvarezs
5.3.1 Alicia Alvarez’s working period at gfk
5.3.2 Gantt plot of Alicia Alvarez’s experience
5.4 Amjad Shaikh
Job title: Csr
Associated: True
Socials: https://linkedin.com/in/amjad-shaikh-24b13722 | https://linkedin.com/in/amjad-shaikh-4114a512 | https://facebook.com/amjad.mshaikh
5.4.1 Amjad Shaikh’s working period at gfk
5.4.2 Gantt plot of Amjad Shaikh’s experience
5.5 Amy Li
Job title: Counselor
Associated: True
Socials: https://linkedin.com/in/amy-li-b9478918
5.5.1 Amy Li’s working period at gfk
5.5.2 Gantt plot of Amy Li’s experience
5.6 Andy Hut
Job title: Commercieel directeur
Associated: True
Socials: https://linkedin.com/in/andyhut | https://linkedin.com/in/andy-hut-5a6b6812
5.6.1 Andy Hut’s working period at gfk
5.6.2 Gantt plot of Andy Hut’s experience
5.7 Anita Ekman
Job title: Recruiter, talent acquisition
Associated: True
Socials: https://linkedin.com/in/anita-ekman-290b491 | https://linkedin.com/in/anitaekmanhr
5.7.1 Anita Ekman’s working period at gfk
5.7.2 Gantt plot of Anita Ekman’s experience
5.8 Asan Chalbash
Job title: Simultaneous translator, freelancer
Associated: True
Socials: https://linkedin.com/in/asan-chalbash-b7535191
5.8.1 Asan Chalbash’s working period at gfk
5.8.2 Gantt plot of Asan Chalbash’s experience
5.9 Carla Vaselli
Job title: Gerente de negã³cios
Associated: True
Socials: https://facebook.com/carla.reopellvaselli | https://linkedin.com/in/creopell
5.9.1 Carla Vaselli’s working period at gfk
5.9.2 Gantt plot of Carla Vaselli’s experience
5.10 Carolina Malaquias
Job title: Coordenadora de rh
Associated: True
Socials: https://linkedin.com/in/carolina-malaquias-667589a8
5.10.1 Carolina Malaquias’s working period at gfk
5.10.2 Gantt plot of Carolina Malaquias’s experience
5.11 Catalina Correia
Job title: Directora de comunicaciones
Associated: True
Socials: https://linkedin.com/in/catalinacorreia
5.11.1 Catalina Correia’s working period at gfk
5.11.2 Gantt plot of Catalina Correia’s experience
5.12 Dan Ashby
Job title: Field analyst
Associated: False
Socials: https://linkedin.com/in/dan-ashby-58619171
5.12.1 Dan Ashby’s working period at gfk
5.12.2 Gantt plot of Dan Ashby’s experience
5.13 Daniel Carbon
Job title: Head of pmo finance
Associated: True
Socials: https://linkedin.com/in/daniel-carbon-57bb20b2
5.13.1 Daniel Carbon’s working period at gfk
5.13.2 Gantt plot of Daniel Carbon’s experience
5.14 Daniela Carchen
Job title: Collaboratore
Associated: True
Socials: https://linkedin.com/in/daniela-carchen-4364b09 | https://linkedin.com/in/danielacarchen
5.14.1 Daniela Carchen’s working period at gfk
5.14.2 Gantt plot of Daniela Carchen’s experience
5.15 David Mariño
Job title: Senior business manager entertainment
Associated: True
Socials: https://linkedin.com/in/david-pemán-mariño-94376524 | https://linkedin.com/in/david-pemã¡n-mariã±o-94376524
5.15.1 David Mariño’s working period at gfk
5.15.2 Gantt plot of David Mariño’s experience
5.16 David Twinberrow
Job title: Client relationship director
Associated: True
Socials: https://linkedin.com/in/david-twinberrow-5284732
5.16.1 David Twinberrow’s working period at gfk
5.16.2 Gantt plot of David Twinberrow’s experience
5.17 Enrico Armanini
Job title: Mystey shopper
Associated: False
Socials: https://it.linkedin.com/in/enrico-armanini-07447136 | https://linkedin.com/in/enrico-armanini-07447136
5.17.1 Enrico Armanini’s working period at gfk
5.17.2 Gantt plot of Enrico Armanini’s experience
5.18 Gavin Mclauchlan
Job title: Director, data strategy
Associated: True
Socials: https://twitter.com/gavinmc1 | https://linkedin.com/in/gavin-mclauchlan-631318 | https://linkedin.com/in/gavinmc1
5.18.1 Gavin Mclauchlan’s working period at gfk
5.18.2 Gantt plot of Gavin Mclauchlan’s experience
5.19 Guy Fontaine
Job title: Chargã dâ ã tudes marketing et merchandising
Associated: False
Socials: https://linkedin.com/in/guyfontaineconseil | https://linkedin.com/in/guy-fontaine-a173672a | https://linkedin.com/in/fontaineguypro
5.19.1 Guy Fontaine’s working period at gfk
5.19.2 Gantt plot of Guy Fontaine’s experience
5.20 Harald Finkler
Job title: Grã¼nder
Associated: True
Socials: https://linkedin.com/in/harald-finkler-74a02317a
5.20.1 Harald Finkler’s working period at gfk
5.20.2 Gantt plot of Harald Finkler’s experience
5.21 Hasan Arif
Job title: ****
Associated: True
Socials: https://linkedin.com/in/hasanaarif
5.21.1 Hasan Arif’s working period at gfk
5.21.2 Gantt plot of Hasan Arif’s experience
5.22 Heribert Jenus
Job title: Department leader and project manager
Associated: False
Socials: https://linkedin.com/in/heribert-jenus-86884922
5.22.1 Heribert Jenus’s working period at gfk
5.22.2 Gantt plot of Heribert Jenus’s experience
5.23 Igor Teixeira
Job title: ****
Associated: True
Socials: https://linkedin.com/in/igor-teixeira-product-manager
5.23.1 Igor Teixeira’s working period at gfk
5.23.2 Gantt plot of Igor Teixeira’s experience
5.24 Iva Krashniak
Job title: Senior specialist marketing and communications, public relations and events
Associated: True
Socials: https://linkedin.com/in/iva-krashniak-a2519227 | https://facebook.com/iva.krashniak
5.24.1 Iva Krashniak’s working period at gfk
5.24.2 Gantt plot of Iva Krashniak’s experience
5.25 Jake Shepherd
Job title: Head of retail insights practice, apac
Associated: True
Socials: https://linkedin.com/in/jake-shepherd-8618714
5.25.1 Jake Shepherd’s working period at gfk
5.25.2 Gantt plot of Jake Shepherd’s experience
5.26 Johanna Lalk
Job title: Softwareingenieur
Associated: True
Socials: https://linkedin.com/in/johanna-lalk-195b701a4
5.26.1 Johanna Lalk’s working period at gfk
5.26.2 Gantt plot of Johanna Lalk’s experience
5.27 Kanchan Vaidya
Job title: Senior project director
Associated: True
Socials: https://linkedin.com/in/kanchan-vaidya-a936603
5.27.1 Kanchan Vaidya’s working period at gfk
5.27.2 Gantt plot of Kanchan Vaidya’s experience
5.28 Kevan Elsby
Job title: Business development director
Associated: False
Socials: https://linkedin.com/in/kevan-elsby-31a43a8
5.28.1 Kevan Elsby’s working period at gfk
5.28.2 Gantt plot of Kevan Elsby’s experience
5.29 Kuldeep Choudhary
Job title: Survey programmer
Associated: True
Socials: https://linkedin.com/in/kuldeep-choudhary-841a4b46
5.29.1 Kuldeep Choudhary’s working period at gfk
5.29.2 Gantt plot of Kuldeep Choudhary’s experience
5.30 Laia Soler
Job title: Directora de estudios cualitativos healthcare
Associated: True
Socials: https://facebook.com/laiasoler75 | https://linkedin.com/in/solerlaia
5.30.1 Laia Soler’s working period at gfk
5.30.2 Gantt plot of Laia Soler’s experience
5.31 Marton Meszaros
Job title: Technician lead
Associated: True
Socials: https://linkedin.com/in/vsbmeza | https://flickr.com/people/vsbmeza | https://foursquare.com/user/758526 | https://linkedin.com/in/marton-meszaros-283347b | https://github.com/meza | https://klout.com/vsbmeza | https://plus.google.com/+lord.meza | https://facebook.com/vsbmeza | https://gravatar.com/vsbmeza | https://vimeo.com/user/11613692 | https://twitter.com/vsbmeza
5.31.1 Marton Meszaros’s working period at gfk
5.31.2 Gantt plot of Marton Meszaros’s experience
5.32 Mercedes Prat
Job title: Key account manager
Associated: True
Socials: https://linkedin.com/in/mobra
5.32.1 Mercedes Prat’s working period at gfk
5.32.2 Gantt plot of Mercedes Prat’s experience
5.33 Michael Mandato
Job title: Director, business development, digital market intelligence
Associated: True
Socials: https://linkedin.com/in/michaelmandato
5.33.1 Michael Mandato’s working period at gfk
5.33.2 Gantt plot of Michael Mandato’s experience
5.34 Michelle De Wet
Job title: Assistant financial manager
Associated: True
Socials: https://linkedin.com/in/michelle-de-wet-633534a1
5.34.1 Michelle De Wet’s working period at gfk
5.34.2 Gantt plot of Michelle De Wet’s experience
5.35 Minkyu Park
Job title: ****
Associated: True
Socials: https://linkedin.com/in/minkyu-park-6691938b
5.35.1 Minkyu Park’s working period at gfk
5.35.2 Gantt plot of Minkyu Park’s experience
5.36 Mirko Fattori
Job title: Operatore pc
Associated: True
Socials: https://linkedin.com/in/mirko-fattori-28a54a19a
5.36.1 Mirko Fattori’s working period at gfk
5.36.2 Gantt plot of Mirko Fattori’s experience
5.37 Moonho Ham
Job title: Ff
Associated: True
Socials: https://linkedin.com/in/moonho-ham-9951046b
5.37.1 Moonho Ham’s working period at gfk
5.37.2 Gantt plot of Moonho Ham’s experience
5.38 Muhammad Hanfari
Job title: ****
Associated: True
Socials: https://linkedin.com/in/muhammad-hanfari-bb427445
5.38.1 Muhammad Hanfari’s working period at gfk
5.38.2 Gantt plot of Muhammad Hanfari’s experience
5.39 Muhammad Waqassheikh
Job title: Technical knowledge engineer
Associated: True
Socials: https://linkedin.com/in/muhammad-waqassheikh-59929b26 | https://linkedin.com/in/muhamad-waqassheikh-66383626
5.39.1 Muhammad Waqassheikh’s working period at gfk
5.39.2 Gantt plot of Muhammad Waqassheikh’s experience
5.40 Müller Klaus
Job title: Systemanalytik
Associated: False
Socials: https://linkedin.com/in/müller-klaus-66338984
5.40.1 Müller Klaus’s working period at gfk
5.40.2 Gantt plot of Müller Klaus’s experience
5.41 Nabeel Memon
Job title: Associate software engineer
Associated: True
Socials: https://linkedin.com/in/nabeel-memon-960b5418 | https://github.com/nm3mon | https://twitter.com/nabeelalimemon
5.41.1 Nabeel Memon’s working period at gfk
5.41.2 Gantt plot of Nabeel Memon’s experience
5.42 Nadeem Sarwar
Job title: Commercial leader, saudi arabia
Associated: True
Socials: https://linkedin.com/in/nadeem-sarwar-66203623
5.42.1 Nadeem Sarwar’s working period at gfk
5.42.2 Gantt plot of Nadeem Sarwar’s experience
5.43 Nancy Trujillo
Job title: ****
Associated: True
Socials: https://linkedin.com/in/nancy-serrano-trujillo-63362613b
5.43.1 Nancy Trujillo’s working period at gfk
5.43.2 Gantt plot of Nancy Trujillo’s experience
5.44 Natalia Marchine
Job title: Analista de pesquisa qualitativa
Associated: True
Socials: https://linkedin.com/in/natalia-marchine-b49446a
5.44.1 Natalia Marchine’s working period at gfk
5.44.2 Gantt plot of Natalia Marchine’s experience
5.45 Niels Van Reijmersdal
Job title: ****
Associated: True
Socials: https://youtube.com/user/nreijmersdal | https://linkedin.com/in/nreijmersdal | https://twitter.com/nreijmersdal | https://facebook.com/nreijmersdal
5.45.1 Niels Van Reijmersdal’s working period at gfk
5.45.2 Gantt plot of Niels Van Reijmersdal’s experience
5.46 Nina Scheurer
Job title: Fachexperte
Associated: True
Socials: https://linkedin.com/in/nina-scheurer-746938192
5.46.1 Nina Scheurer’s working period at gfk
5.46.2 Gantt plot of Nina Scheurer’s experience
5.47 Olivier-Thomas Wade
Job title: Vice president global retail
Associated: True
Socials: https://linkedin.com/in/otwade | https://linkedin.com/in/olivier-thomas-wade-4404873
5.47.1 Olivier-Thomas Wade’s working period at gfk
5.47.2 Gantt plot of Olivier-Thomas Wade’s experience
5.48 Omar Arriola
Job title: Ejecutivo de proyectos
Associated: True
Socials: https://linkedin.com/in/omar-rodolfo-apã©stegui-arriola-78084826 | https://linkedin.com/in/omar-rodolfo-apéstegui-arriola-78084826
5.48.1 Omar Arriola’s working period at gfk
5.48.2 Gantt plot of Omar Arriola’s experience
5.49 Pavlos Pavlou
Job title: Managing director
Associated: True
Socials: https://linkedin.com/in/pavlos-pavlou-27712411 | https://linkedin.com/in/pavlos-pavlou-ksa
5.49.1 Pavlos Pavlou’s working period at gfk
5.49.2 Gantt plot of Pavlos Pavlou’s experience
5.50 Payal Sharma
Job title: Market research analyst- intern
Associated: True
Socials: https://linkedin.com/in/payal-sharma-07075148
5.50.1 Payal Sharma’s working period at gfk
5.50.2 Gantt plot of Payal Sharma’s experience
5.51 Peter Kirchgessner
Job title: Director ad hoc research
Associated: False
Socials: https://linkedin.com/in/peter-kirchgessner-75a2655 | https://linkedin.com/in/peterkirchgessner
5.51.1 Peter Kirchgessner’s working period at gfk
5.51.2 Gantt plot of Peter Kirchgessner’s experience
5.52 Philip Wigg
Job title: Interim head of sre
Associated: True
Socials: https://klout.com/philipwigg | https://twitter.com/philipwigg | https://linkedin.com/in/philip-wigg-77387b5 | https://linkedin.com/in/philipwigg | https://github.com/philipwigg | https://gravatar.com/philipwigg
5.52.1 Philip Wigg’s working period at gfk
5.52.2 Gantt plot of Philip Wigg’s experience
5.53 Philippe Donn
Job title: Responsable fotografã a y video - encargado de estudios
Associated: False
Socials: https://linkedin.com/in/philippedonnphotography | https://linkedin.com/in/philippe-donn-30659835
5.53.1 Philippe Donn’s working period at gfk
5.53.2 Gantt plot of Philippe Donn’s experience
5.54 Samar Khan
Job title: Market research executive
Associated: True
Socials: https://linkedin.com/in/samar-khan-59465736
5.54.1 Samar Khan’s working period at gfk
5.54.2 Gantt plot of Samar Khan’s experience
5.55 Sebastian Wallroth
Job title: Agile coach
Associated: True
Socials: https://twitter.com/real68er | https://linkedin.com/in/sebastianwallroth
5.55.1 Sebastian Wallroth’s working period at gfk
5.55.2 Gantt plot of Sebastian Wallroth’s experience
5.56 Shakil Ahmad
Job title: Bankofficer
Associated: False
Socials: https://linkedin.com/in/shakil-ahmad-47303354
5.56.1 Shakil Ahmad’s working period at gfk
5.56.2 Gantt plot of Shakil Ahmad’s experience
5.57 Uday Gaikwad
Job title: Market research
Associated: True
Socials: https://linkedin.com/in/uday-gaikwad-30473a19
5.57.1 Uday Gaikwad’s working period at gfk
5.57.2 Gantt plot of Uday Gaikwad’s experience
5.58 Ulrika Andersson
Job title: Assistant
Associated: False
Socials: https://linkedin.com/in/ulrika-c-andersson | https://facebook.com/ulrika.andersson.50309 | https://linkedin.com/in/ulrika-andersson-47714528
5.58.1 Ulrika Andersson’s working period at gfk
5.58.2 Gantt plot of Ulrika Andersson’s experience
5.59 Usman Ali
Job title: Qae
Associated: True
Socials: https://linkedin.com/in/usman-ali-35469b2b
5.59.1 Usman Ali’s working period at gfk
5.59.2 Gantt plot of Usman Ali’s experience
5.60 Vincenzo Murolo
Job title: ****
Associated: True
Socials: https://linkedin.com/in/vincenzo-murolo-408314151